Human-level concept learning through probabilistic program induction.

Lake, B. M., Salakhutdinov, R., and Tenenbaum, J. B. (2015). Human-level concept learning through probabilistic program induction. Science, 350(6266), 1332-1338.

論文的解讀可參考這個
他的代碼是matlab寫的，運行了下

Parsing demo

執行demo_fit;

One-shot classification

re-fitting demo

執行demo_refit;

To measure classification error rate with the pre-computed results, type:

run_classification;

One-shot exemplar generation

To run the exemplar generation demo，
demo_generate_exemplar;

實現原理讀一下論文，代碼數量不算太多。